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Neo Group - Senior Machine Learning Engineer

Neo Group - Senior Machine Learning Engineer

Neo Wealth and Asset ManagementMumbai
9 days ago
Job description

Location : Goa / Mumbai

Experience Required : 4+ Years

About the Role :

We are looking for an experienced Senior Machine Learning Engineer with a strong background in Machine Learning, NLP, and Generative AI to join our team. The ideal candidate will have hands-on expertise in building, deploying, and managing ML solutions, along with a deep understanding of modern AI frameworks and cloud-based MLOps practices.

Key Responsibilities :

  • Design, develop, and deploy machine learning models and pipelines for production-scale applications.
  • Implement NLP solutions using algorithms such as TF-IDF, Word2Vec, BERT, Zero-Shot and Few-Shot learning techniques.
  • Apply Generative AI models (OpenAI, LLaMA,Gemini,perplexity etc.) to solve real-world business problems.
  • Collaborate with cross-functional teams to translate business requirements into technical solutions.
  • Work with statistical and mathematical models to analyze complex datasets.
  • Develop and maintain RESTful APIs and microservices using Flask / FastAPI.
  • Manage ML lifecycle, including versioning, CI / CD, and deployment using AWS, Docker, Jenkins, and other MLOps tools.
  • Maintain source code repositories (Git, Bitbucket) and ensure best practices for version control.
  • Work with databases (MongoDB, MySQL) to handle structured and unstructured data.
  • Participate in project management using tools like JIRA / Asana.
  • Stay up-to-date with advancements in AI / ML and contribute to innovation within the team.

Required Skills & Experience :

Education :

  • Bachelor's / Master's in Computer Science, Engineering, Mathematics, or Statistics.
  • ML / Deep Learning / NLP Certification preferred.

    • Technical Expertise (Must-Have) :

  • Programming : Python (DSA) - 5+ years
  • Machine Learning & Statistics : 5+ years, strong knowledge of algorithms (Linear Regression, Decision Trees, KNN, SVM, Random Forest, Logistic Regression, Bayesian methods, Mean-based approaches)
  • NLP : 5+ years (Zero-shot, Few-shot classification, TF-IDF, Word2Vec, BERT)
  • Generative AI : 3+ years (OpenAI models, LLaMA, etc.)
  • Databases : MongoDB & MySQL - 5+ years
  • Version Control : Git, Bitbucket - 5+ years
  • Microservices : Flask, FastAPI - 5+ years
  • MLOps : AWS, Jenkins, Docker / CircleCI - 3+ years
  • Project Management Tools : JIRA, Asana - 5+ years
  • REST APIs : 2+ years

    • Preferred Qualities :

  • Strong problem-solving and analytical skills.
  • Ability to work independently as well as in a collaborative team environment.
  • Excellent communication skills to convey complex technical concepts to non-technical stakeholders.
  • Passion for staying ahead in the AI / ML space.

    • Why Join Us?

  • Opportunity to work on cutting-edge AI and Generative AI projects.
  • Exposure to end-to-end ML lifecycle and large-scale deployments.
  • Collaborative and innovative work culture.
  • Growth opportunities in leadership and advanced AI research

    • (ref : hirist.tech)

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    Senior Machine Learning Engineer • Mumbai